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What Is Personalised Nutrition? How It Works and Why It Matters

Nutrition advice was built for everyone. That is the problem.

Most dietary guidance is written for the average person. Which means, in practice, it is written for no one in particular.

The recommendations you see on food packaging, the guidelines published by government health bodies, the advice that fills magazine columns and social media feeds - all of it is built around a statistical midpoint. An approximation of what most people need, most of the time, based on population-wide research. It is well-intentioned, evidence-based, and broadly useful.

And it is, by design, not about you.

Personalised nutrition starts from a different premise. Rather than asking what the average person should eat, it asks a more useful question: what does this specific person - with this biology, these goals, this lifestyle, this genetic profile - need from their diet? It is nutrition built around the individual rather than the population. And it represents the direction the entire field is moving.

This article explains what personalised nutrition actually is, where it came from, how it works, and why it is becoming relevant for everyone - not just elite athletes or people with unlimited health budgets.

"Personalised nutrition is not a trend. It is the direction the entire field of nutrition science is moving - and it has been too exclusive for too long."

What is personalised nutrition?

Personalised nutrition is any approach to diet and eating that is tailored to the individual rather than built around population averages. It uses information about a specific person - their biology, their health data, their goals, their genetics, their lifestyle - to generate dietary guidance that is more relevant to them than generic advice could be.

The term covers a wide spectrum of approaches. At one end, it includes sophisticated clinical programmes that combine genetic testing, blood biomarkers, microbiome analysis, and regular professional input to create highly individualised nutrition plans. At the other end, it includes something as simple as a food tracking app that tailors its guidance to your logged intake and goals.

What all personalised nutrition approaches have in common is the recognition that people are biologically different - that two individuals can eat identical diets and experience very different nutritional outcomes - and that the most useful dietary guidance accounts for that variation rather than ignoring it.

Currently, personalised nutrition is most commonly associated with elite sport, high-end wellness clinics, and expensive clinical programmes. That association is starting to change. Advances in genetic science, food technology, and digital health tools are making genuine personalisation accessible at a scale that was not possible even a decade ago.

Where personalised nutrition came from: the sports connection

Personalised nutrition has its deepest roots in elite sport. Professional athletes have had access to individualised nutrition programmes for decades - built around specific performance goals, body composition targets, training load, and recovery requirements. The idea that a marathon runner and a power athlete should eat the same diet is obviously wrong in a sporting context, and sports nutrition has long operated on that basis.

The science behind sports nutrition personalisation is well-established. Elite programmes use a combination of body composition analysis, blood biomarker testing, performance data, and increasingly genetic information to build nutrition strategies tailored to the individual athlete's physiology and goals. The results are measurable in a way that population-level guidance cannot replicate.

What has changed is that the principles underpinning this approach - the recognition that individual biology matters, that goals vary, that monitoring over time is more useful than a one-off recommendation - are no longer exclusive to elite environments. The tools that were once available only to professional sports organisations and high-end clinical programmes are becoming accessible to anyone who wants them.

This democratisation of personalised nutrition is one of the most significant developments in the field. The underlying science has not changed - what has changed is who can access it.

From elite sport to everyday life

The principles that underpin elite sports nutrition have always been valid for everyone. The difference was never the science - it was the cost and accessibility of the tools needed to apply it. That gap is closing.

Why general nutrition advice has its limits

General dietary guidelines are not wrong. The Eatwell Guide, the government's dietary reference values, the broad consensus around eating plenty of vegetables, adequate protein, and a varied diet - all of this reflects genuine, evidence-based nutritional science. Following it is a reasonable starting point for most people.

The limitation is structural, not scientific. Population-based guidelines are designed to describe what an average person needs to maintain broadly healthy eating patterns and avoid deficiency. They are not designed to tell any individual what they specifically need to achieve a specific outcome. And they cannot account for the biological variation between individuals that significantly affects how different people respond to the same dietary advice.

Two people can follow identical diets and experience very different outcomes - different energy levels, different nutrient absorption, different responses to specific foods. This is not because one person is doing it right and the other is doing it wrong. It is because human biology varies in ways that population averages cannot capture.

Genetic variation plays a significant role in this. Variants in specific genes influence how efficiently individuals absorb vitamins and minerals, process different types of fat, regulate blood glucose from carbohydrates, and metabolise compounds like caffeine and alcohol. These are not rare or unusual differences - they are common variants that affect a significant proportion of the population. But they are invisible to guidelines built around population averages.

The result is a gap between the advice most people receive and the guidance that would actually be most useful for them. For many people, that gap is small. For others - particularly those whose biology differs meaningfully from the population average the guidelines were built around - it is significant.

"The problem with population-based nutrition advice is not that it is wrong. It is that it was never designed to be right for any specific person."

How personalised nutrition works in principle

The practical framework of personalised nutrition can be broken down into four connected stages. Each one builds on the last, and the value compounds over time.

A goal

Personalised nutrition starts with understanding what you are trying to achieve. This might be improving your energy levels, supporting better sleep, reducing inflammation, performing better in sport, or simply understanding your nutritional picture more clearly. The goal shapes everything that follows - which data is most useful to gather, which areas to prioritise, and how to measure whether the approach is working.

One of the important distinctions between personalised nutrition and generic dietary advice is that personalised approaches can align to very different goals for different people. The same framework can support a 25 year old athlete and a 55 year old focused on long-term health - because the framework is built around the person, not a predetermined outcome.

A baseline

Before making meaningful recommendations, personalised nutrition requires understanding where you are starting from. This baseline can be established in different ways - food logging to understand current intake, health testing to identify specific gaps or markers, genetic analysis to understand how your body is built to handle food, or a combination of all three.

The quality of the baseline directly affects the quality of what follows. Generic advice does not require a baseline because it applies to everyone. Personalised guidance requires it because without understanding the individual, it cannot be personalised in any meaningful sense.

Personalised guidance

With a goal and a baseline established, the guidance itself can be genuinely tailored. Rather than recommending what most people should eat, personalised nutrition can identify which foods are most relevant to this specific person's gaps, which nutrients they are most likely to need more of, and which dietary changes are most likely to make a difference given their biology and goals.

This is where the difference between personalised and generic guidance becomes most tangible. Generic advice says eat more vegetables. Personalised guidance can say which vegetables are most worth prioritising given your genetic profile and your current intake - and why.

Monitoring over time

Perhaps the most important and most underappreciated aspect of personalised nutrition is that it is not a one-off intervention. It is an ongoing process. Your diet changes. Your understanding of your nutritional picture develops. Your goals evolve. A personalised approach that monitors your intake over time, tracks your progress against your goals, and updates its guidance as your diet changes is significantly more valuable than a one-off report or a static meal plan.

This is one of the key distinctions between a snapshot approach - a test that gives you a report and stops there - and a genuinely personalised ongoing tool. The insights that come from understanding your diet over weeks and months are qualitatively different from a single point-in-time assessment.

"Personalised nutrition is not a test you take once. It is a way of understanding your diet that develops and becomes more useful over time."

The technology making personalised nutrition possible

The shift from population-based to personalised nutrition has been driven by a convergence of technologies that have become increasingly accessible over the past decade. Understanding what these tools are and what each one contributes helps explain why personalised nutrition is now within reach for most people, not just a wealthy few.

Genetic testing

DNA analysis is the foundation of nutrigenetics - the study of how genetic variants affect the way your body responds to food. Consumer genetic testing has become dramatically more affordable and accessible over the past decade. What was once a research-grade capability is now available as a home saliva kit. The science linking specific genetic variants to nutritional response has matured significantly, with a growing body of peer-reviewed research establishing clear links between specific gene variants and how the body processes macronutrients, micronutrients, and various dietary compounds.

Food scanning and logging

Digital food logging tools have transformed the ability to understand what people actually eat day to day - as opposed to what they report eating in dietary surveys, which are notoriously unreliable. Barcode scanning, nutritional databases, and AI-driven food recognition have made tracking increasingly frictionless. When food logging is connected to a personalised nutritional profile, it creates something genuinely new - a real-time picture of how your actual diet aligns with your personal nutritional needs.

Wearable technology

Continuous glucose monitors, heart rate variability trackers, sleep monitors, and activity wearables contribute physiological data that adds another layer to the personalised nutrition picture. They provide real-time feedback on how the body is responding to diet and lifestyle - turning nutrition from a theoretical exercise into a measurable, observable process. While wearables are still more common in sports and clinical contexts, their accessibility is increasing rapidly.

Artificial intelligence and data integration

The ability to integrate data from multiple sources - genetic profiles, food logs, health markers, activity data - and generate meaningful, personalised guidance from that combination is what transforms a collection of data points into a useful tool. AI-driven analysis can identify patterns across a person's nutritional picture that would not be apparent from any single data source, and can generate recommendations that are personalised not just in theory but in practice.

The tools are not the point

Technology enables personalised nutrition - but the value is not in the tools themselves. It is in what the tools make possible: dietary guidance that is genuinely relevant to you, connected to the food you actually eat, and updated as your diet evolves.

The gut microbiome and why dietary diversity is one of the most important things you can do

No discussion of personalised nutrition is complete without acknowledging the gut microbiome - the community of trillions of microorganisms living in your digestive system that plays a central role in digestion, immune function, mood, and overall health.

The science linking gut bacterial diversity to health outcomes has grown substantially in recent years. A more diverse microbiome - one with a wider variety of bacterial species - is consistently associated with better digestive health, stronger immune function, reduced inflammation, and even positive effects on mood and cognitive function. The composition of your microbiome is shaped by many factors, but diet is one of the most significant.

The single most important thing most people can do to support their gut microbiome is also the simplest: eat a more varied diet. Different plant foods feed different bacterial species. Eating a wide range of fruits, vegetables, legumes, wholegrains, nuts, and seeds - across different colours and food groups - provides the diversity of substrates that a diverse microbiome depends on.

Research consistently points to a target of around 30 different plant foods per week as a meaningful threshold for supporting microbiome diversity. This is not as difficult as it sounds - herbs, spices, and different varieties of the same vegetable all count. But it does require deliberate variety rather than eating the same foods in rotation.

The Eat the Rainbow principle is a practical shorthand for this. Different colours in fruit and vegetables correspond broadly to different phytonutrients and prebiotic compounds that feed different bacterial communities. Red, orange, yellow, green, purple, white - covering all of them regularly builds a much broader nutritional and microbial base than a diet built around the same few vegetables.

In the Boone app

Track your diet diversity across food groups and colours in real time. See your Eat the Rainbow score, which colour groups are missing from your day, and your running total of different foods across the week - with a target of 20 different foods.

This is why diet diversity is one of the core metrics Boone tracks. Understanding how varied your diet actually is - across food groups and colour groups, day by day and week by week - is not a peripheral concern in personalised nutrition. It is one of the most important indicators of long-term nutritional health. 

The key challenges with how personalised nutrition has been done so far

Personalised nutrition is not a new idea. Versions of it have existed in clinical and sports contexts for decades. But the way it has been delivered has come with significant limitations - and being honest about those limitations is important for understanding what a genuinely useful personalised nutrition approach should look like.

It has been focused on macros at the expense of everything else

The dominant framework of mainstream nutrition - both generic and personalised - has been built around macronutrients. Protein, carbohydrates, and fat. Calorie targets. Macro ratios. This framework is not wrong - macronutrient balance matters. But it is incomplete in ways that have significant consequences for how useful the guidance actually is.

Focusing on macros while neglecting micronutrients means missing the nutrients most directly linked to how the body actually functions day to day. Vitamins and minerals do not contribute calories. They do not appear in the headline numbers of a calorie tracking app. But they are the inputs your body uses to produce energy, regulate sleep, support immune function, maintain mood, repair cells, and perform the hundreds of other processes that determine how you feel.

The same macro-centric focus means that diet diversity is often overlooked entirely. You can hit your protein, carbohydrate, and fat targets while eating from a very narrow range of foods - and completely miss the breadth of micronutrients, fibre, and phytonutrients that a varied diet provides. A personalised nutrition approach that tracks macros without tracking diversity is giving you part of the picture at the expense of a more complete one.

Genuinely personalised nutrition needs to account for micronutrient status, dietary diversity, and the overall quality and variety of the diet - not just the caloric and macronutrient composition. These are not secondary considerations. In many ways they are more important for long-term health than hitting a daily protein target.

It has been designed for the extremely wealthy

Historically, genuinely personalised nutrition has required access to expensive clinical programmes, personal dietitians, comprehensive health testing, and ongoing professional support. The cost of a high-quality personalised nutrition programme has placed it firmly out of reach for most people.

This is one of the most significant structural failures of the field. The science underpinning personalised nutrition is not inherently expensive. The principles - that individual biology matters, that goals vary, that monitoring over time is more useful than a one-off recommendation - apply to everyone equally. But the delivery mechanisms have historically required either significant financial resources or access to elite institutional environments like professional sport.

The democratisation of personalised nutrition - driven by advances in consumer genetic testing, accessible food tracking tools, and digital health technology - is one of the most important developments in nutrition science. Making the insights that were once available only to elite athletes and wealthy individuals accessible to everyone is not a marketing claim. It is a meaningful shift in what is possible.

The goals have been too narrow

When personalised nutrition has been available, it has predominantly been focused on body composition and sporting performance. These are legitimate goals - but they represent a small fraction of the reasons most people care about their diet.

Most people are not professional athletes. Their goals are more varied and often more nuanced - better energy through the day, improved sleep quality, stronger immune function, clearer thinking, reduced inflammation, long-term health and vitality. These are the goals that genuinely motivate most people's interest in eating well, and they have been poorly served by a personalised nutrition field that has defined itself primarily around performance and body composition.

A genuinely useful personalised nutrition approach needs to be relevant to the full spectrum of goals that real people have - and to translate its insights into guidance that is meaningful regardless of whether your priority is a sporting performance target or simply wanting to feel better and function at your best.

The macro trap

Counting calories and tracking macros tells you something useful. But it tells you almost nothing about whether you are getting the vitamins, minerals, and dietary variety your body actually needs to function well. A nutrition approach that stops at macros is leaving most of the picture out.

Does personalised nutrition actually work better? What the evidence says

This is a fair and important question - and one that deserves a direct answer rather than advocacy.

The evidence that personalised nutrition approaches produce better outcomes than generic dietary advice is growing and increasingly robust. The most compelling body of research comes from large-scale nutritional studies that have examined individual variation in dietary response across thousands of participants - and consistently found that people with similar diets and similar health profiles respond very differently to the same foods and dietary interventions.

The PREDICT research programme - one of the largest nutritional science studies ever conducted - found that individual responses to the same foods varied enormously even between identical twins, suggesting that factors beyond genetics, including gut microbiome composition and lifestyle, play a significant role in dietary response. The research demonstrated that population-average dietary recommendations failed to predict individual responses and that personalised guidance based on individual data significantly outperformed generic advice.

In the area of nutrigenetics specifically - the study of how genetic variants affect nutritional response - the evidence base for specific gene-nutrient interactions has matured considerably over the past two decades. Peer-reviewed research in journals including Nature, the American Journal of Clinical Nutrition, and the British Journal of Nutrition has established clear and consistent links between specific genetic variants and how individuals process macronutrients, absorb vitamins and minerals, and respond to dietary compounds like caffeine and omega-3 fatty acids.

What the evidence does not yet support is the idea that personalised nutrition is a complete solution to all health and dietary challenges, or that genetic information alone is sufficient to generate optimal dietary guidance. The field is developing rapidly, and our understanding of the interactions between genetics, diet, lifestyle, and health is still evolving. What it does support is the core premise: that individual variation in dietary response is real, significant, and not adequately captured by population-based guidelines.

The evidence does not support the idea that personalised nutrition is a magic solution. It does support the idea that individual variation in dietary response is real and that accounting for it produces meaningfully better outcomes than ignoring it.

Why a genuinely personalised approach to nutrition matters

The case for shifting from population-based to personalised nutrition is not primarily about technology or commercial opportunity. It is about the quality of the guidance people receive and whether it is actually useful for them.

Population-based guidelines have served an important function - they have established a broadly evidence-based framework for eating well that has improved public health outcomes at scale. That value should not be dismissed. But they were never designed to be the whole answer for any individual, and treating them as if they were leaves a significant gap between the guidance most people receive and the guidance that would actually be most relevant to them.

A personalised approach fills that gap. It accounts for the genetic variation that means the same food delivers different nutritional outcomes for different people. It aligns to the specific goals that actually motivate an individual - which may have nothing to do with the goals that population-level guidelines were designed around. It connects dietary guidance to what a person actually eats rather than what they are supposed to eat. And it evolves over time rather than remaining static.

None of this means abandoning the principles of good general nutrition. A varied diet, plenty of vegetables, adequate protein, limited ultra-processed food - these things remain true for everyone. Personalised nutrition adds a layer of individual relevance on top of those foundations. It does not replace them.

The difference between a snapshot and an ongoing picture

One of the most important distinctions in personalised nutrition is between approaches that give you a point-in-time snapshot and those that provide an evolving, ongoing picture.

A snapshot approach - a test that produces a report and stops there - has real value. Understanding your genetic profile, your current blood markers, or your gut composition at a given moment gives you useful information. But it has a fundamental limitation: it is a single data point, and nutrition is a dynamic, ongoing process.

Your diet changes week to week. Your understanding of your nutritional picture develops as you learn more about your biology. Your goals evolve. The seasons change your food choices. Life changes your circumstances. A personalised nutrition approach that updates and adapts as all of these things change is qualitatively more useful than one that captures a moment in time and leaves you to figure out what to do with it indefinitely.

This is one of the reasons that food logging - often seen as the most tedious component of nutrition tracking - is actually one of the most valuable. A food log that connects to a personalised nutritional profile builds a picture of your diet over time that no single test can provide. It shows you not just what you should be eating, but how your actual eating compares to that picture day by day, week by week, and month by month.

The insights that come from understanding your diet over an extended period are different in kind from those that come from a one-off assessment. Patterns emerge. Progress becomes visible. Gaps that were not obvious from a single snapshot become clear over time. And guidance that is updated as your diet evolves is guidance that remains relevant rather than becoming stale.

"A nutrition plan that was right for you six months ago may not be right for you now. An approach that evolves with your diet is worth significantly more than one that does not."

Why information alone is not enough - the behaviour change dimension

Understanding your nutritional picture is valuable. But it is only half of what makes personalised nutrition actually work. The other half is what you do with that understanding - and that is where behaviour change comes in.

Knowing that your genetic profile suggests a higher need for a specific vitamin is useful information. Acting on it - adjusting your food choices, building new habits, making different decisions at the supermarket - is what turns that information into an outcome. And building sustainable habits around nutritional insights is significantly harder than acquiring the insights in the first place.

This is one of the most consistent findings in nutrition research: the gap between knowing what to eat and actually eating it is large, persistent, and not easily closed by information alone. People generally know that vegetables are good for them. Knowing it does not reliably translate into eating more of them.

What does help is making the guidance as concrete, immediate, and actionable as possible. Generic advice - eat more vegetables, reduce processed food, hit your protein target - leaves a significant implementation gap. Specific, connected, real-time guidance - this food you are holding right now is a good source of the nutrient your profile highlights, and here is where your diet has been this week relative to your goals - closes that gap considerably.

This is why the connection between personalised nutritional insights and real everyday food decisions matters so much. A genetic profile that sits in a report and a genetic profile that is visible in your shopping basket are very different things. The latter is far more likely to influence what you actually eat.

Why you can start at any age - and why the benefits are immediate

There is a common assumption that personalised nutrition - like many health interventions - is most valuable when started young. The reality is more nuanced and considerably more encouraging.

The benefits of eating in a way that is genuinely aligned to your biology are not deferred. They are felt now. Better micronutrient status means more energy, better sleep, stronger immune function, and improved mood - regardless of age. Understanding which foods your body processes most efficiently means making better food decisions starting from the next meal, not at some future point when the investment pays off.

This is one of the important ways in which nutrition differs from some other health behaviours. The benefits of exercise compound over a lifetime, but they are also immediately apparent. The benefits of stopping smoking are significant and immediate. Nutrition works the same way - the long-term benefits of a well-nourished body are profound, but the short-term benefits of eating in a way that is genuinely appropriate for your biology are felt quickly enough to be motivating.

The long-term dimension is also important. Understanding your genetic predispositions, your micronutrient profile, and your dietary diversity in your twenties gives you a foundation for making better choices across decades. Understanding them in your forties or fifties gives you the opportunity to address gaps that may have been building unnoticed for years. There is no age at which better nutritional understanding is irrelevant.

The goals personalised nutrition can align to

One of the most important features of a genuinely personalised approach is that it can be relevant to very different people with very different priorities. These are some of the most common goals that bring people to personalised nutrition - not as claims about specific outcomes, but as an illustration of the range of reasons the approach can be useful.

Brain health and cognitive function

The relationship between diet and cognitive performance is well-established, with specific nutrients including omega-3 fatty acids, B vitamins, and iron having clear links to brain function and mood regulation.

Energy and reducing fatigue

Micronutrient gaps, particularly in iron, B vitamins, vitamin D, and magnesium, are among the most common nutritional contributors to persistent tiredness. Understanding your personal profile in these areas is one of the most direct ways to address energy through nutrition.

Sleep quality

Nutrients including magnesium and vitamin D play roles in sleep regulation, and understanding your personal micronutrient picture can contribute to a more informed approach to supporting sleep through diet.

Immune function

Immune health depends heavily on micronutrient status, particularly vitamin C, vitamin D, zinc, and selenium. A personalised approach to these nutrients, informed by your genetic absorption profile and your actual dietary intake, is more targeted than generic supplementation.

Inflammation and recovery

Dietary choices have a significant influence on inflammatory pathways, with omega-3 fatty acids, antioxidant-rich foods, and gut-supporting dietary diversity all playing roles. This is particularly relevant for active people and those with physically demanding lifestyles.

Sporting performance and physical goals

The original home of personalised nutrition. Understanding protein utilisation, carbohydrate response, micronutrient status, and recovery nutrition at a personal level remains one of the most direct applications of the approach.

Weight management and body composition

Understanding how your body processes different macronutrients, how your appetite regulation works genetically, and where your dietary gaps lie provides a more informed foundation for managing body composition than calorie counting alone.

Long-term health and longevity

Perhaps the broadest goal, and increasingly a primary motivation for people engaging with personalised nutrition. Eating in a way that supports the full range of bodily functions - from cardiovascular health to bone density to immune resilience - compounds its benefits over decades.

Why the food environment makes personalised nutrition more necessary, not less

There is an argument sometimes made that personalised nutrition is a solution looking for a problem - that people who eat a varied, whole-food diet largely do not need to think much further than the broadly good dietary principles that have been established for decades.

That argument was more compelling thirty years ago than it is today. The food environment most people navigate in 2025 looks significantly different from the one the original dietary guidelines were built around - and those changes make personalised nutritional understanding more valuable, not less necessary.

Ultra-processed foods now account for more than half of the calories consumed by many adults in the UK. These products displace the whole foods that provide the micronutrients, fibre, and dietary diversity that a balanced diet depends on - and they do so in ways that are not always visible from a label or obvious from a calorie count. Food reformulation - the ongoing process of changing the recipes of existing products - means that the nutritional content of familiar foods is not static. The nutritional databases that most tracking apps draw from may not reflect the actual content of the food you are eating today.

The result is a food environment in which eating well requires considerably more deliberate effort than it once did - and in which having a clear, personal picture of your nutritional needs is more valuable precisely because the food landscape is more complex and less transparent than it used to be.

Nutrition built around you - not around an average

The premise of personalised nutrition is straightforward. People are biologically different. They have different goals. They live different lives. And the dietary guidance that is most useful to any individual is the kind that accounts for those differences rather than averaging them away.

This is not a radical idea. It is the logical conclusion of what nutritional science has been moving towards for decades. The evidence that individual variation in dietary response is real and significant is clear. The tools to make genuinely personalised guidance accessible to everyone now exist. The only thing that has been missing is widespread access to a coherent approach that brings all of it together.

Personalised nutrition does not replace good general dietary principles. Eating a varied diet, getting plenty of vegetables and whole foods, limiting ultra-processed food, staying adequately hydrated - these things remain true for everyone. What personalised nutrition adds is the layer that generic advice cannot provide: guidance built around your specific biology, your actual diet, and your real goals.

That is the layer that makes the difference between knowing what you should eat and understanding what your body actually needs.

Nutrition advice has been written for everyone for long enough. The tools to write it for you specifically are now here.

Want to understand the science of DNA nutrition testing in more detail? Read our guide to how DNA tests work and what the results actually tell you.

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Boone brings together genetic analysis, micro nutrition tracking, diet diversity monitoring, and personalised food recommendations in one connected app. Built on peer-reviewed research, developed alongside the Quadram Institute, and designed to connect your biology to the food you actually eat every day.

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Frequently asked questions

Personalised nutrition is any approach to diet and eating that is tailored to the individual rather than built around population averages. It uses information about a specific person - their biology, health data, goals, genetics, and lifestyle - to generate dietary guidance that is more relevant to them than generic advice. It ranges from simple food logging apps to comprehensive programmes combining genetic analysis, health testing, and ongoing monitoring.

A diet plan is typically a fixed set of rules or guidelines designed to achieve a specific outcome and applied broadly across many people. Personalised nutrition is built around the individual. It accounts for biological variation, aligns to the person's specific goals, adapts over time as their diet and circumstances change, and is grounded in their actual food intake rather than a prescribed meal structure.

No - though it has its roots in elite sport. The principles that underpin personalised nutrition are relevant to anyone who eats. The tools to make it accessible outside elite environments now exist, and personalised nutrition is increasingly relevant to anyone wanting to understand their diet more clearly regardless of their activity level or goals.

The growing evidence suggests it does. Large-scale nutritional research has consistently found that individual responses to the same foods vary enormously - even between identical twins - meaning that population-based averages are a poor predictor of individual dietary response. Studies examining personalised approaches based on individual biological data have found that they produce meaningfully better outcomes than generic guidance for a significant proportion of participants.

Common inputs include genetic analysis, food logging, blood biomarker testing, gut microbiome analysis, and activity and lifestyle data. Different approaches combine these inputs in different ways. Boone is primarily built around genetic analysis connected to ongoing food logging - providing a stable biological foundation combined with a real-time picture of your actual diet.

Boone analyses your genetic profile across macronutrients, micronutrients, and lifestyle factors. The app then connects that foundation to your real diet through a food scanner, food log, micro nutrition scores across Sleep, Heart health, Brain and mood, Energy, and Immunity, diet diversity tracking, and personalised food recommendations with a built-in shopping list. It is personalised nutrition that evolves with your diet rather than a one-off report.

There is no optimal age - the benefits of understanding your nutritional picture are relevant at any stage of life. The benefits of eating in a way that is genuinely aligned to your biology are felt immediately regardless of age. Whether you are in your twenties building nutritional habits for the future, or in your fifties addressing gaps that may have been building unnoticed, the value of personalised nutritional understanding does not diminish with age.

Boone is not a medical device and is not designed to diagnose, treat, or manage any health condition. If you have a specific health condition affecting your diet or nutritional needs, we would always recommend speaking with your GP or a registered dietitian. Boone can be a useful source of additional personal context to bring to those conversations - but it does not replace professional medical or nutritional advice.

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